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Yang J, Zhang Y, Kong Y, Lin J, Zhu G, Zhang H, Yu Z, Liu P, Xia J. Diagnostic value of serum inflammatory markers in predicting early refractoriness of transarterial chemoembolization in patients with Barcelona Clinic Liver Cancer Stage 0, A, and B hepatocellular carcinoma. Braz J Med Biol Res 2024; 57:e13661. [PMID: 39258671 PMCID: PMC11379351 DOI: 10.1590/1414-431x2024e13661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 07/18/2024] [Indexed: 09/12/2024] Open
Abstract
Transarterial chemoembolization (TACE) is an established therapeutic strategy for intermediate stage Barcelona Clinic Liver Cancer (BCLC) hepatocellular carcinoma (HCC). However, patients who are early refractory to TACE may not benefit from repeated TACE treatment. Our primary objective was to assess the diagnostic value of inflammatory markers in identifying early TACE refractory for patients with early (BCLC 0 and A) or intermediate (BCLC B) stage HCC. We retrospectively reviewed the HCC patients who underwent TACE as the initial treatment in two hospitals. Patients with early TACE refractoriness had significantly poorer median overall survival (OS) (16 vs 40 months, P<0.001) and progression-free survival (PFS) (7 vs 23 months, P<0.001) compared to TACE non-refractory patients. In the multivariate regression analysis, tumor size (P<0.001), bilobular invasion (P=0.007), high aspartate aminotransferase-to-platelet ratio index (APRI) (P=0.007), and high alpha fetoprotein (AFP) level (P=0.035) were independent risk factors for early TACE refractoriness. The predictive model showcasing these factors exhibited high ability proficiency, with an area under curve (AUC) of 0.833 (95%CI=0.774-0.892) in the training cohort, 0.750 (95%CI: 0.640-0.861) in the internal-validation cohort, and 0.733 (95%CI: 0.594-0.872) in the external-validation cohort. Calibration curve analysis revealed good agreement between the actual and predicted probabilities of early TACE refractoriness. Our preliminary study estimated the potential value of inflammatory markers in predicting early TACE refractoriness and provides a predictive model to assist in identifying patients who may not benefit from repeat TACE treatment.
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Affiliation(s)
- Junhui Yang
- Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Yunjie Zhang
- Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Yifan Kong
- Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Jiawei Lin
- Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Guoqing Zhu
- Department of Interventional Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Hao Zhang
- Department of Gastroenterology, The Wenzhou Central Hospital, Wenzhou, Zhejiang Province, China
| | - Zhijie Yu
- Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Pixu Liu
- Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Jinglin Xia
- Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
- Liver Cancer Institute, Zhongshan Hospital of Fudan University, Shanghai, China
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Yang C, Yang HC, Luo YG, Li FT, Cong TH, Li YJ, Ye F, Li X. Predicting Survival Using Whole-Liver MRI Radiomics in Patients with Hepatocellular Carcinoma After TACE Refractoriness. Cardiovasc Intervent Radiol 2024; 47:964-977. [PMID: 38750156 DOI: 10.1007/s00270-024-03730-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 04/07/2024] [Indexed: 07/12/2024]
Abstract
PURPOSE To develop a model based on whole-liver radiomics features of pre-treatment enhanced MRI for predicting the prognosis of hepatocellular carcinoma (HCC) patients undergoing continued transarterial chemoembolization (TACE) after TACE-resistance. MATERIALS AND METHODS Data from 111 TACE-resistant HCC patients between January 2014 and March 2018 were retrospectively collected. At a ratio of 7:3, patients were randomly assigned to developing and validation cohorts. The whole-liver were manually segmented, and the radiomics signature was extracted. The tumor and liver radiomics score (TLrad-score) was calculated. Models were trained by machine learning algorithms and their predictive efficacies were compared. RESULTS Tumor stage, tumor burden, body mass index, alpha-fetoprotein, and vascular invasion were revealed as independent risk factors for survival. The model trained by Random Forest algorithms based on tumor burden, whole-liver radiomics signature, and clinical features had the highest predictive efficacy, with c-index values of 0.85 and 0.80 and areas under the ROC curve of 0.96 and 0.83 in the developing cohort and validation cohort, respectively. In the high-rad-score group (TLrad-score > - 0.34), the median overall survival (mOS) was significantly shorter than in the low-rad-score group (17 m vs. 37 m, p < 0.001). A shorter mOS was observed in patients with high tumor burden compared to those with low tumor burden (14 m vs. 29 m, p = 0.007). CONCLUSION The combined radiomics model from whole-liver signatures may effectively predict survival for HCC patients continuing TACE after TACE refractoriness. The TLrad-score and tumor burden are potential prognostic markers for TACE therapy following TACE-resistance.
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Affiliation(s)
- Chao Yang
- Department of Radiology, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China
| | - Hong-Cai Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yin-Gen Luo
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Fu-Tian Li
- Huiying Medical Technology (Beijing) Co., Ltd, Beijing, 100192, China
| | - Tian-Hao Cong
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yu-Jie Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Feng Ye
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Xiao Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
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Tahir M, Mustafa K, Ali M, Khalid D. Outcomes of transarterial chemoembolization in patients with unresectable hepatocellular carcinoma: A tertiary center experience. Pak J Med Sci 2024; 40:1196-1200. [PMID: 38952507 PMCID: PMC11190420 DOI: 10.12669/pjms.40.6.7593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 12/01/2023] [Accepted: 12/18/2023] [Indexed: 07/03/2024] Open
Abstract
Objective To assess the overall survival in patients with intermediate stage hepatocellular carcinoma following transarterial chemoembolization. Methods It is a retrospective descriptive study carried out in the Department of Radiology of Liaquat National Hospital Karachi, Pakistan. Seventy-two patients were enrolled from July 2014 to December 2021 and had chemoembolization therapy. Patients were followed till their demise. Mean and Median survivals were calculated. Results A total of 72 patients had a median survival of 15 months with 95% confidence interval (11 months was lower bound and 18 months was upper bound), 19 months was the mean survival time with 95% confidence interval (14.7 months was lower limit and 22.6 months the upper limit). The factors which had a significant impact on the median survival time were Child-Pugh classification, average size of tumor and embolization pattern. Conclusion Transarterial chemoembolization (TACE) increases the median survival time effectively and safely in patients with hepatocellular carcinoma. However complete resolution of disease is not possible with TACE, with most patient eventually succumbing to the disease. The overall survival for TACE in this study correlates well with other studies. Child Pugh Class, tumor size and embolization pattern have significant effect on survival of patients.
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Affiliation(s)
- Misbah Tahir
- Misbah Tahir, FCPS Department of Radiology, Liaquat National Hospital, National Stadium Road, Karachi, Pakistan
| | - Khalid Mustafa
- Khalid Mustafa, FCPS Department of Radiology, Liaquat National Hospital, National Stadium Road, Karachi, Pakistan
| | - Muhammad Ali
- Muhammad Ali, FCPS Department of Radiology, Liaquat National Hospital, National Stadium Road, Karachi, Pakistan
| | - Danial Khalid
- Danial Khalid, FCPS Department of Radiology, Liaquat National Hospital, National Stadium Road, Karachi, Pakistan
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Mulyadi R, Hasan I, Sidipratomo P, Putri PP. Prognosis of transarterial chemoembolization-sorafenib compared to transarterial chemoembolization-alone in hepatocellular carcinoma stage C: a systematic review. J Egypt Natl Canc Inst 2024; 36:18. [PMID: 38797810 DOI: 10.1186/s43046-024-00224-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Accepted: 04/06/2024] [Indexed: 05/29/2024] Open
Abstract
BACKGROUND This systematic review aims to compare the prognosis of treatment transarterial chemoembolization (TACE) combined with sorafenib and TACE-alone in patients with hepatocellular carcinoma (HCC) with Barcelona clinic liver cancer-stage C (BCLC-C). MATERIALS AND METHODS A systematic search was conducted on five electronic databases: PubMed, ScienceDirect, Cochrane, Embase, and Scopus. Studies were included if they compared overall survival (OS) of TACE-Sorafenib to TACE-alone in patients with HCC BCLC-C within the 2019-2023 timeframe. We excluded studies consisting of conference abstracts, letters, editorials, guidelines, case reports, animal studies, trial registries, and unpublished work. The selected articles were evaluated from August 2023 to September 2023. The journal's quality was assessed with NOS for a non-randomized controlled trial. RESULTS This systematic review included four studies following the Preferred Reporting Items for Systematic Review and Meta-analysis (PRISMA). All four studies compared the OS of 401 patients with TACE-sorafenib to TACE-alone. Two studies compared time-to-progression (TTP), one study compared progression-free survival (PFS), and two studies compared disease control rate (DCR). There were various population criteria, TACE techniques used, risk factors, follow-up time, and adverse events. The collected evidence generally suggested that the combination of TACE-sorafenib is superior compared to TACE-alone. Due to a lack of essential data for the included study, a meta-analysis couldn't be performed. CONCLUSION The results of this systematic review suggested that TACE-sorafenib combination therapy in patients with HCC BCLC-C improves OS superior compared to TACE-alone, without a notable increase in adverse events.
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Affiliation(s)
- Rahmad Mulyadi
- Department of Radiology, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.
| | - Irsan Hasan
- Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Prijo Sidipratomo
- Department of Radiology, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Pungky Permata Putri
- Department of Radiology, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
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Cong T, Yang C, Cao Q, Ren J, Luo Y, Yuan P, Zheng B, Liu Y, Yang H, Kang W, Ou A, Li X. The Role of GNMT and MMP12 Expression in Determining TACE Efficacy: Validation at Transcription and Protein Levels. J Hepatocell Carcinoma 2024; 11:95-111. [PMID: 38250306 PMCID: PMC10800115 DOI: 10.2147/jhc.s441179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 12/21/2023] [Indexed: 01/23/2024] Open
Abstract
Purpose Transarterial chemoembolization (TACE) represents a significant therapeutic modality for hepatocellular carcinoma (HCC). We aimed to develop a gene signature to accurately predict patient TACE response and explore the underlying mechanisms. Methods Three independent datasets were utilized, including GSE104580, GSE14520 and external validation from the Cancer Hospital Chinese Academy of Medical Sciences. GSE104580 was randomly partitioned into a training set and a validation set, whereas GSE14520 was categorized into a resection group and a TACE group. Logistic regression was used to develop a TACE effectiveness model. Immunohistochemistry is utilized to confirm the protein expression trends of the signature genes. Immune infiltration and functional enrichment analyses were conducted to investigate the potential underlying mechanisms. Results A 2-gene signature consisting of glycine N-methyltransferase (GNMT) and matrix metalloproteinase-12 (MMP12) was constructed, and based on this, all the patients were assigned TACE effectiveness scores and categorized into high effectiveness (HE) and low effectiveness (LE) groups. The HE group exhibited a better prognosis than the LE group in the various cohorts (p < 0.05). In the external validation set, immunohistochemistry confirmed the expression of the signature genes exhibiting an upregulated trend of GNMT in the HE group and MMP12 in the LE group, the LE group also exhibited a poorer prognosis [for overall survival (OS), HE group: 881 days vs LE group: 273 days (p < 0.05), and for progression-free survival (PFS), HE group: 458 days vs LE group: 136 days (p < 0.05)]. Multivariate analysis in all the datasets identified LE status as an independent risk factor for OS, disease-free survival (DFS) and PFS. The infiltration level of M0 macrophages and activated mast cells in the LE group was significantly higher than in the HE group. The hypoxia signaling pathway and glycolysis pathway were significantly enriched in the LE group. Conclusion The loss of GNMT and the overexpression of MMP12 may be critical factors influencing TACE efficacy.
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Affiliation(s)
- Tianhao Cong
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Chao Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Qi Cao
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Jinrui Ren
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Yingen Luo
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Pei Yuan
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Bo Zheng
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Yu Liu
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Hongcai Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Wendi Kang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Aixin Ou
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
| | - Xiao Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
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Zhao C, Xiang Z, Li M, Wang H, Liu H, Yan H, Huang M. Transarterial Chemoembolization Combined with Atezolizumab Plus Bevacizumab or Lenvatinib for Unresectable Hepatocellular Carcinoma: A Propensity Score Matched Study. J Hepatocell Carcinoma 2023; 10:1195-1206. [PMID: 37521029 PMCID: PMC10386869 DOI: 10.2147/jhc.s418256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 07/20/2023] [Indexed: 08/01/2023] Open
Abstract
Purpose Combined transarterial chemoembolization (TACE) and Lenvatinib (LEN) treatment (LEN-TACE) has been shown to be beneficial. We aimed to evaluate retrospectively Atezolizumab plus Bevacizumab (Atezo/Bev)-TACE compared with LEN-TACE as a first-line therapy for unresectable HCC. Patients and Methods From October 2020 to October 2022, data from 98 consecutive HCC patients were analyzed. After propensity score matching, two cohorts of 34 patients who received either Atezo/Bev-TACE or LEN-TACE were studied. We compared overall survival (OS), progression-free survival (PFS), duration of response, objective response rate (ORR) and disease control rate (DCR) based on RECIST 1.1 and mRECIST, as well as safety outcome between the two cohorts. Results The 6-month and 12-month OS rates were 85.3% (95% CI 73.5-97.0) and 75.4% (95% CI 53.6-85.7) in the Atezo/Bev-TACE group, and 88.2% (95% CI 76.5-97.1) and 79.2% (95% CI 63.6-90.9) in the LEN-TACE group, respectively. The hazard ratio for death in the Atezo/Bev-TACE group compared to the LEN-TACE group was 1.09 (95% CI 0.47-2.51; P = 0.837). The median PFS was 7.03 months (95% CI 3.89-10.17) in the Atezo/Bev-TACE group and 6.03 months (95% CI 0-14.14) in the LEN-TACE group (HR 1.21; 95% CI 0.66-2.21; P = 0.545). No significant difference in ORR and DCR between the two groups was observed either according to RECIST 1.1 or mRECIST standards. Incidence rates of hand-foot skin reaction (35.3% vs 5.9%, P = 0.003) and proteinuria (17.9% vs 2.9%, P = 0.046) were significantly higher in the LEN-TACE group. Conclusion Atezo/Bev-TACE and LEN-TACE showed comparable efficacy and safety as first-line therapies for unresectable HCC patients.
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Affiliation(s)
- Chenghao Zhao
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People’s Republic of China
| | - Zhanwang Xiang
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People’s Republic of China
| | - Mingan Li
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People’s Republic of China
| | - Haofan Wang
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People’s Republic of China
| | - Huan Liu
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People’s Republic of China
| | - Huzheng Yan
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People’s Republic of China
| | - Mingsheng Huang
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People’s Republic of China
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